A review of covariate selection for non-experimental comparative effectiveness research. (Q38134365)

https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID:24006330%20AND%20SRC:MED&resulttype=core&format=json

20 February 2020

title

A review of covariate selection for non-experimental comparative effectiveness research (English)

1 reference

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20 February 2020

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1

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20 February 2020

4

Tyler VanderWeele

1 reference

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20 February 2020

2

M Alan Brookhart

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20 February 2020

author name string

Jason Roy

series ordinal

3

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20 February 2020

publication date

5 September 2013

1 reference

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Pharmacoepidemiology and Drug Safety

20 February 2020

published in

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20 February 2020

volume

22

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20 February 2020

page(s)

1139-1145

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20 February 2020

issue

11

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Invited commentary: understanding bias amplification

20 February 2020

cites work

1 reference

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6 September 2017

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A new criterion for confounder selection

6 September 2017

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Covariate selection in high-dimensional propensity score analyses of treatment effects in small samples.

6 September 2017

1 reference

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Bias formulas for sensitivity analysis of unmeasured confounding for general outcomes, treatments, and confounders

6 September 2017

1 reference

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Overadjustment bias and unnecessary adjustment in epidemiologic studies

6 September 2017

1 reference

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High-dimensional propensity score adjustment in studies of treatment effects using health care claims data

6 September 2017

1 reference

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Reducing bias through directed acyclic graphs

6 September 2017

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Observational studies analyzed like randomized experiments: an application to postmenopausal hormone therapy and coronary heart disease

6 September 2017

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Methodological challenges in causal research on racial and ethnic patterns of cognitive trajectories: measurement, selection, and bias

6 September 2017

1 reference

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Bias formulas for external adjustment and sensitivity analysis of unmeasured confounders.

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Variable selection for propensity score models

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Data, design, and background knowledge in etiologic inference

6 September 2017

1 reference

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Maternal pesticide exposure from multiple sources and selected congenital anomalies

6 September 2017

1 reference

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Estimating causal effects from large data sets using propensity scores

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

The role of model selection in causal inference from nonexperimental data

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Comparative effectiveness research and medical informatics

6 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Remarks on the method of propensity score

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Sensitivity analysis: distributional assumptions and confounding assumptions

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Discussion of research using propensity-score matching: comments on 'A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003' by Peter Austin, Statistics in Medicine

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Sensitivity analysis for m-estimates, tests, and confidence intervals in matched observational studies.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

The design versus the analysis of observational studies for causal effects: parallels with the design of randomized trials.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Sensitivity analysis and external adjustment for unmeasured confounders in epidemiologic database studies of therapeutics.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Sensitivity analyses for unmeasured confounding assuming a marginal structural model for repeated measures.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Quantifying biases in causal models: classical confounding vs collider-stratification bias.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Causal knowledge as a prerequisite for confounding evaluation: an application to birth defects epidemiology

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Basic methods for sensitivity analysis of biases.

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

Sensitivity analysis for matched case-control studies

31 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4190055

The incident user design in comparative effectiveness research.

31 August 2018

1 reference

The performance of different propensity score methods for estimating marginal odds ratios

21 January 2018

1 reference

Causal Inference Using Potential Outcomes

21 January 2018

1 reference

The implications of propensity score variable selection strategies in pharmacoepidemiology: an empirical illustration.

21 January 2018

1 reference

THE LASSO METHOD FOR VARIABLE SELECTION IN THE COX MODEL

21 January 2018

1 reference

Causation of bias: the episcope

21 January 2018

1 reference

Confounding adjustment via a semi-automated high-dimensional propensity score algorithm: an application to electronic medical records

21 January 2018

1 reference

Adjustments for unmeasured confounders in pharmacoepidemiologic database studies using external information

21 January 2018

1 reference

Adjusting effect estimates for unmeasured confounding with validation data using propensity score calibration

21 January 2018

1 reference

Sensitivity analysis for interactions under unmeasured confounding

21 January 2018

1 reference

Inverse probability-of-censoring weights for the correction of time-varying noncompliance in the effect of randomized highly active antiretroviral therapy on incident AIDS or death

21 January 2018

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12 December 2020

Selective use of calcium channel blockers to treat high-risk hypertensive patients

1 reference

12 December 2020

1 reference

12 December 2020

Causal diagrams for epidemiologic research

1 reference

12 December 2020

Comparison of logistic regression versus propensity score when the number of events is low and there are multiple confounders

1 reference

12 December 2020

Useful methods for sensitivity analysis of observational studies

1 reference

12 December 2020

Identifiers

DOI

10.1002/PDS.3506

1 reference

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20 February 2020

1 reference

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20 February 2020

1 reference